Fold 0
Model 0 best validation auc = 0.755869 on epoch 3
Model 0 test auc = 0.898254
Ensemble test auc = 0.898254
Fold 1
Model 0 best validation auc = 0.746479 on epoch 149
Model 0 test auc = 0.921734
Ensemble test auc = 0.921734
Fold 2
Model 0 best validation auc = 0.752113 on epoch 30
Model 0 test auc = 0.873570
Ensemble test auc = 0.873570
Fold 3
Model 0 best validation auc = 0.748826 on epoch 290
Model 0 test auc = 0.875978
Ensemble test auc = 0.875978
Fold 4
Model 0 best validation auc = 0.759155 on epoch 254
Model 0 test auc = 0.919326
Ensemble test auc = 0.919326
Fold 5
Model 0 best validation auc = 0.771362 on epoch 10
Model 0 test auc = 0.904877
Ensemble test auc = 0.904877
Fold 6
Model 0 best validation auc = 0.768545 on epoch 5
Model 0 test auc = 0.848886
Ensemble test auc = 0.848886
Fold 7
Model 0 best validation auc = 0.748357 on epoch 4
Model 0 test auc = 0.852498
Ensemble test auc = 0.852498
Fold 8
Model 0 best validation auc = 0.767136 on epoch 206
Model 0 test auc = 0.889223
Ensemble test auc = 0.889223
Fold 9
Model 0 best validation auc = 0.758216 on epoch 7
Model 0 test auc = 0.934979
Ensemble test auc = 0.934979
10-fold cross validation
	Seed 0 ==> test auc = 0.898254
	Seed 1 ==> test auc = 0.921734
	Seed 2 ==> test auc = 0.873570
	Seed 3 ==> test auc = 0.875978
	Seed 4 ==> test auc = 0.919326
	Seed 5 ==> test auc = 0.904877
	Seed 6 ==> test auc = 0.848886
	Seed 7 ==> test auc = 0.852498
	Seed 8 ==> test auc = 0.889223
	Seed 9 ==> test auc = 0.934979
Overall test auc = 0.891933 +/- 0.027760
Elapsed time = 0:09:48
